Machine Learning for Public Policy
Home
Introduction
Introduction
An Introduction to R Programming
An introduction to Python programming
Content
Prediction Policy Problems
Lasso: Feature Selection and Cross-Validation
Classification with Logistic Regression
Tree-based models for classification problems
Algorithmic Fairness
An Introduction to Neural Networks
Forecasting (Coming soon)
More complex architectures (Coming soon)
Transformer Models (Coming soon)
Policy data/data biases/synthetic data (Coming soon)
Agents (Coming soon)
Alignment (Coming soon)
Causality (Coming soon)
Policy Challenge
2024
2025
About
Contact
Agents
This session is under construction
